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Published in: Intensive Care Medicine 1/2016

01-01-2016 | Original

Risk of type 2 diabetes mellitus in patients with acute critical illness: a population-based cohort study

Authors: Chin-Wang Hsu, Chin-Sheng Lin, Sy-Jou Chen, Shih-Hua Lin, Cheng-Li Lin, Chia-Hung Kao

Published in: Intensive Care Medicine | Issue 1/2016

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Abstract

Purpose

This large population-based cohort study evaluated the association between certain critical illnesses and the incidence of newly diagnosed type 2 diabetes mellitus (T2DM) in Taiwan.

Methods

Data were obtained from the Taiwan National Health Insurance Research Database. According to age, sex, and propensity score-matching, a cohort comprising 9528 patients with critical illness, including septicemia, septic shock, acute myocardial infarction (AMI), and stroke, and a control cohort of 9528 patients with no critical illness were identified. Cox proportional-hazard regression and competing-risk regression models were employed to evaluate the risk of developing T2DM.

Findings

With the median follow-up periods (interquartile range) of 3.86 (1.64–6.93) and 5.12 (2.51–8.13) years for the patients in the critical illness and control cohorts, respectively, the risk of developing T2DM in the critical illness cohort was significantly higher than in the control cohort (adjusted hazard ratio, aHR = 1.32; 95 % confidence interval, CI 1.16–1.50). In the multivariate competing-risk regression models, the aHR of T2DM was 1.58 (95 % CI 1.45–1.72) in the critical illness cohort. Moreover, among the patients with these critical illnesses, those with septicemia or septic shock exhibited the highest risk of developing T2DM (aHR = 1.51, 95 % CI 1.37–1.67), followed by AMI compared with the control cohort.

Conclusion

Our results suggest that patients with certain critical illnesses are associated with a high risk of developing T2DM. Clinicians should be aware of this association and intensively screen for T2DM in patients following diagnosis of critical illness.
Literature
1.
go back to reference Preiser JC, Ichai C, Orban JC, Groeneveld AB (2014) Metabolic response to the stress of critical illness. Br J Anaesth 113:945–954CrossRefPubMed Preiser JC, Ichai C, Orban JC, Groeneveld AB (2014) Metabolic response to the stress of critical illness. Br J Anaesth 113:945–954CrossRefPubMed
2.
go back to reference Tamita K, Katayama M, Takagi T, Akasaka T, Yamamuro A, Kaji S, Morioka S, Kihara Y (2007) Impact of newly diagnosed abnormal glucose tolerance on long-term prognosis in patients with acute myocardial infarction. Circ J 71:834–841CrossRefPubMed Tamita K, Katayama M, Takagi T, Akasaka T, Yamamuro A, Kaji S, Morioka S, Kihara Y (2007) Impact of newly diagnosed abnormal glucose tolerance on long-term prognosis in patients with acute myocardial infarction. Circ J 71:834–841CrossRefPubMed
3.
go back to reference Gornik I, Vujaklija A, Lukic E, Madzarac G, Gasparovic V (2010) Hyperglycemia in sepsis is a risk factor for development of type II diabetes. J Crit Care 25:263–269CrossRefPubMed Gornik I, Vujaklija A, Lukic E, Madzarac G, Gasparovic V (2010) Hyperglycemia in sepsis is a risk factor for development of type II diabetes. J Crit Care 25:263–269CrossRefPubMed
4.
go back to reference Benfield T, Jensen JS, Nordestgaard BG (2007) Influence of diabetes and hyperglycaemia on infectious disease hospitalisation and outcome. Diabetologia 50:549–554CrossRefPubMed Benfield T, Jensen JS, Nordestgaard BG (2007) Influence of diabetes and hyperglycaemia on infectious disease hospitalisation and outcome. Diabetologia 50:549–554CrossRefPubMed
5.
go back to reference Christiansen C, Toft P, Jorgensen HS, Andersen SK, Tonnesen E (2004) Hyperglycaemia and mortality in critically ill patients. A prospective study. Intensive Care Med 30:1685–1688CrossRefPubMed Christiansen C, Toft P, Jorgensen HS, Andersen SK, Tonnesen E (2004) Hyperglycaemia and mortality in critically ill patients. A prospective study. Intensive Care Med 30:1685–1688CrossRefPubMed
6.
go back to reference Antonelli M, Bonten M, Chastre J, Citerio G, Conti G, Curtis JR, De Backer D, Hedenstierna G, Joannidis M, Macrae D, Mancebo J, Maggiore SM, Mebazaa A, Preiser JC, Rocco P, Timsit JF, Wernerman J, Zhang H (2012) Year in review in Intensive Care Medicine 2011. II. Cardiovascular, infections, pneumonia and sepsis, critical care organization and outcome, education, ultrasonography, metabolism and coagulation. Intensive Care Med 38:345–358PubMedCentralCrossRefPubMed Antonelli M, Bonten M, Chastre J, Citerio G, Conti G, Curtis JR, De Backer D, Hedenstierna G, Joannidis M, Macrae D, Mancebo J, Maggiore SM, Mebazaa A, Preiser JC, Rocco P, Timsit JF, Wernerman J, Zhang H (2012) Year in review in Intensive Care Medicine 2011. II. Cardiovascular, infections, pneumonia and sepsis, critical care organization and outcome, education, ultrasonography, metabolism and coagulation. Intensive Care Med 38:345–358PubMedCentralCrossRefPubMed
7.
go back to reference Eslami S, Taherzadeh Z, Schultz MJ, Abu-Hanna A (2011) Glucose variability measures and their effect on mortality: a systematic review. Intensive Care Med 37:583–593PubMedCentralCrossRefPubMed Eslami S, Taherzadeh Z, Schultz MJ, Abu-Hanna A (2011) Glucose variability measures and their effect on mortality: a systematic review. Intensive Care Med 37:583–593PubMedCentralCrossRefPubMed
8.
go back to reference Gornik I, Vujaklija A, Lukic E, Madzarac G, Gasparovic V (2010) Hyperglycaemia in critical illness is a risk factor for later development of type II diabetes mellitus. Acta Diabetol 47(Suppl 1):29–33CrossRefPubMed Gornik I, Vujaklija A, Lukic E, Madzarac G, Gasparovic V (2010) Hyperglycaemia in critical illness is a risk factor for later development of type II diabetes mellitus. Acta Diabetol 47(Suppl 1):29–33CrossRefPubMed
9.
go back to reference MacIntyre EJ, Majumdar SR, Gamble JM, Minhas-Sandhu JK, Marrie TJ, Eurich DT (2012) Stress hyperglycemia and newly diagnosed diabetes in 2124 patients hospitalized with pneumonia. Am J Med 125(1036):e1017–e1023 MacIntyre EJ, Majumdar SR, Gamble JM, Minhas-Sandhu JK, Marrie TJ, Eurich DT (2012) Stress hyperglycemia and newly diagnosed diabetes in 2124 patients hospitalized with pneumonia. Am J Med 125(1036):e1017–e1023
10.
go back to reference Okosieme OE, Peter R, Usman M, Bolusani H, Suruliram P, George L, Evans LM (2008) Can admission and fasting glucose reliably identify undiagnosed diabetes in patients with acute coronary syndrome? Diabetes Care 31:1955–1959PubMedCentralCrossRefPubMed Okosieme OE, Peter R, Usman M, Bolusani H, Suruliram P, George L, Evans LM (2008) Can admission and fasting glucose reliably identify undiagnosed diabetes in patients with acute coronary syndrome? Diabetes Care 31:1955–1959PubMedCentralCrossRefPubMed
11.
go back to reference Parsons LS (2001) Performing a 1: N case-control match on propensity score. SUGI 29:11 Parsons LS (2001) Performing a 1: N case-control match on propensity score. SUGI 29:11
12.
go back to reference Fine JP, Gray RJ (1999) A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc 94:496–509CrossRef Fine JP, Gray RJ (1999) A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc 94:496–509CrossRef
13.
go back to reference Harris MI, Klein R, Welborn TA, Knuiman MW (1992) Onset of NIDDM occurs at least 4–7 yr before clinical diagnosis. Diabetes Care 15:815–819CrossRefPubMed Harris MI, Klein R, Welborn TA, Knuiman MW (1992) Onset of NIDDM occurs at least 4–7 yr before clinical diagnosis. Diabetes Care 15:815–819CrossRefPubMed
14.
go back to reference Ginde AA, Cagliero E, Nathan DM, Camargo CA Jr (2008) Point-of-care glucose and hemoglobin A1c in emergency department patients without known diabetes: implications for opportunistic screening. Acad Emerg Med 15:1241–1247CrossRefPubMed Ginde AA, Cagliero E, Nathan DM, Camargo CA Jr (2008) Point-of-care glucose and hemoglobin A1c in emergency department patients without known diabetes: implications for opportunistic screening. Acad Emerg Med 15:1241–1247CrossRefPubMed
15.
go back to reference Bartnik M, Malmberg K, Norhammar A, Tenerz A, Ohrvik J, Ryden L (2004) Newly detected abnormal glucose tolerance: an important predictor of long-term outcome after myocardial infarction. Eur Heart J 25:1990–1997CrossRefPubMed Bartnik M, Malmberg K, Norhammar A, Tenerz A, Ohrvik J, Ryden L (2004) Newly detected abnormal glucose tolerance: an important predictor of long-term outcome after myocardial infarction. Eur Heart J 25:1990–1997CrossRefPubMed
16.
go back to reference McAllister DA, Hughes KA, Lone N, Mills NL, Sattar N, McKnight J, Wild SH (2014) Stress hyperglycaemia in hospitalised patients and their 3-year risk of diabetes: a Scottish retrospective cohort study. PLoS Med 11:e1001708PubMedCentralCrossRefPubMed McAllister DA, Hughes KA, Lone N, Mills NL, Sattar N, McKnight J, Wild SH (2014) Stress hyperglycaemia in hospitalised patients and their 3-year risk of diabetes: a Scottish retrospective cohort study. PLoS Med 11:e1001708PubMedCentralCrossRefPubMed
17.
go back to reference Boonen E, Van den Berghe G (2014) Endocrine responses to critical illness: novel insights and therapeutic implications. J Clin Endocrinol Metab 99:1569–1582CrossRefPubMed Boonen E, Van den Berghe G (2014) Endocrine responses to critical illness: novel insights and therapeutic implications. J Clin Endocrinol Metab 99:1569–1582CrossRefPubMed
18.
go back to reference Van den Berghe G (2002) Neuroendocrine pathobiology of chronic critical illness. Crit Care Clin 18:509–528CrossRefPubMed Van den Berghe G (2002) Neuroendocrine pathobiology of chronic critical illness. Crit Care Clin 18:509–528CrossRefPubMed
19.
go back to reference Langouche L, Van den Berghe G (2006) The dynamic neuroendocrine response to critical illness. Endocrinol Metab Clin N Am 35:777–791 Langouche L, Van den Berghe G (2006) The dynamic neuroendocrine response to critical illness. Endocrinol Metab Clin N Am 35:777–791
20.
go back to reference Mehta VK, Hao W, Brooks-Worrell BM, Palmer JP (1994) Low-dose interleukin 1 and tumor necrosis factor individually stimulate insulin release but in combination cause suppression. Eur J Endocrinol 130:208–214CrossRefPubMed Mehta VK, Hao W, Brooks-Worrell BM, Palmer JP (1994) Low-dose interleukin 1 and tumor necrosis factor individually stimulate insulin release but in combination cause suppression. Eur J Endocrinol 130:208–214CrossRefPubMed
21.
go back to reference Grimble RF (2002) Inflammatory status and insulin resistance. Curr Opin Clin Nutr Metab Care 5:551–559CrossRefPubMed Grimble RF (2002) Inflammatory status and insulin resistance. Curr Opin Clin Nutr Metab Care 5:551–559CrossRefPubMed
22.
go back to reference Marik PE, Raghavan M (2004) Stress-hyperglycemia, insulin and immunomodulation in sepsis. Intensive Care Med 30:748–756CrossRefPubMed Marik PE, Raghavan M (2004) Stress-hyperglycemia, insulin and immunomodulation in sepsis. Intensive Care Med 30:748–756CrossRefPubMed
23.
go back to reference Montane J, Cadavez L, Novials A (2014) Stress and the inflammatory process: a major cause of pancreatic cell death in type 2 diabetes. Diabetes Metab Syndr Obes 7:25–34PubMedCentralPubMed Montane J, Cadavez L, Novials A (2014) Stress and the inflammatory process: a major cause of pancreatic cell death in type 2 diabetes. Diabetes Metab Syndr Obes 7:25–34PubMedCentralPubMed
Metadata
Title
Risk of type 2 diabetes mellitus in patients with acute critical illness: a population-based cohort study
Authors
Chin-Wang Hsu
Chin-Sheng Lin
Sy-Jou Chen
Shih-Hua Lin
Cheng-Li Lin
Chia-Hung Kao
Publication date
01-01-2016
Publisher
Springer Berlin Heidelberg
Published in
Intensive Care Medicine / Issue 1/2016
Print ISSN: 0342-4642
Electronic ISSN: 1432-1238
DOI
https://doi.org/10.1007/s00134-015-4044-2

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